Real ChatGPT answer · index seed67kpN8PE5lgcompleteSports and outdoors · cyclingcomparison

Is the Shimano 105 Di2 worth the extra cash over mechanical 105 for someone upgrading today because their current shifter snapped off completely?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is the Shimano 105 Di2 worth the extra cash over mechanical 105 for someone upgrading today because their current shifter snapped off completely?
1 real search · 1 real-search pass
Shimano 105 Di2 vs mechanical 105 R7100 price differences features 2026Google ↗
OBSERVEDComparison

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
Shimano 105 Di2 vs mechanical 105 R7100 price differences features 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Shimano 105 Di2 vs mechanical 105 R7100 price differences features 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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